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» Complexity of Inference in Graphical Models
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PVLDB
2008
122views more  PVLDB 2008»
15 years 5 months ago
Exploiting shared correlations in probabilistic databases
There has been a recent surge in work in probabilistic databases, propelled in large part by the huge increase in noisy data sources -from sensor data, experimental data, data fro...
Prithviraj Sen, Amol Deshpande, Lise Getoor
BPM
2009
Springer
168views Business» more  BPM 2009»
16 years 23 days ago
Divide-and-Conquer Strategies for Process Mining
The goal of Process Mining is to extract process models from logs of a system. Among the possible models to represent a process, Petri nets is an ideal candidate due to its graphic...
Josep Carmona, Jordi Cortadella, Michael Kishinevs...
AI
2007
Springer
16 years 11 days ago
Planning in Multiagent Expedition with Collaborative Design Networks
DEC-POMDPs provide formal models of many cooperative multiagent problems, but their complexity is NEXP-complete in general. We investigate a sub-class of DEC-POMDPs termed multiage...
Yang Xiang, Franklin Hanshar
CODES
1999
IEEE
15 years 10 months ago
Co-design tool construction using APICES
In this paper, we present our approach to automate the development process of co-design tools. We demonstrate with a non-trivial real world example how we can accelerate the tool ...
Ansgar Bredenfeld
WSC
2007
15 years 8 months ago
SIMVIS: interactive visual analysis of large and time-dependent 3D simulation data
SimVis is a novel technology for the interactive visual analysis of large and complex flow data which results from Computational Fluid Dynamics (CFD) simulation. The new technolo...
Helmut Doleisch